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ORCIDMaria Evelina Fantacci
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2020 – today
- 2024
[c36]Maria Evelina Fantacci:
Characterization and Quantification of Image Quality in CT Imaging Systems: A Phantom Study. BIOSTEC (1) 2024: 289-296- [c35]Camilla Scapicchio, Silvia Arezzini, Maria Evelina Fantacci, Antonino Formuso
, Aafke Christine Kraan, Enrico Mazzoni, Sara Saponaro, Maria Irene Tenerani, Alessandra Retico:
Integration and Optimization of XNAT-Based Platforms for the Management of Heterogeneous and Multicenter Data in Biomedical Research. DATA 2024: 551-558 - [c34]Francesca Lizzi, Francesca Brero, Maria Evelina Fantacci, Alessandro Lascialfari, Gianfranco Paternò, Ian Postuma, Piernicola Oliva, Camilla Scapicchio, Alessandra Retico:
A Multi-input Deep Learning Model to Classify COVID-19 Pneumonia Severity from Imaging and Clinical Data. IWBBIO (2) 2024: 237-248 - 2023
- [c33]Camilla Scapicchio, Elena Ballante, Francesca Brero, Raffaella Fiamma Cabini, Andrea Chincarini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesca Lizzi, Ian Postuma, Alessandra Retico:
Integration of a Deep Learning-Based Module for the Quantification of Imaging Features into the Filling-in Process of the Radiological Structured Report. HEALTHINF 2023: 663-670 - [c32]Francesca Lizzi, Alessandra Retico, Maria Evelina Fantacci:
Deep Learning and Medical Image Analysis: Epistemology and Ethical Issues. IMPROVE 2023: 172-179 - 2022
- [j10]Francesca Lizzi, Abramo Agosti, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesco Laruina, Piernicola Oliva, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Cinzia Talamonti, Alessandra Retico:
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade of two U-nets: training and assessment on multiple datasets using different annotation criteria. Int. J. Comput. Assist. Radiol. Surg. 17(2): 229-237 (2022) - 2021
- [c31]Raffaele M. Tucciariello, Patrizio Barca, D. Del Sarto, Rocco Lamastra, Giovanni Mettivier, Alessandra Retico, Paolo Russo, Antonio Sarno, Antonio C. Traino, Maria Evelina Fantacci:
Voxelized Breast Phantoms for Dosimetry in Mammography. BIOINFORMATICS 2021: 154-161 - [c30]Francesca Lizzi, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Alessandra Retico:
Making Data Big for a Deep-learning Analysis: Aggregation of Public COVID-19 Datasets of Lung Computed Tomography Scans. DATA 2021: 316-321 - [i3]Francesca Lizzi, Abramo Agosti, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesco Laruina, Piernicola Oliva, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Cinzia Talamonti, Alessandra Retico:
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteria. CoRR abs/2105.02566 (2021) - 2020
- [j9]Elisa Ferrari, Paolo Bosco, Sara Calderoni, Piernicola Oliva, Letizia Palumbo, Giovanna Spera, Maria Evelina Fantacci, Alessandra Retico:
Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study. Artif. Intell. Medicine 108: 101926 (2020) - [c29]Rocco Lamastra, Patrizio Barca, Maria Giuseppina Bisogni, Davide Caramella, V. Rosso, Raffaele M. Tucciariello, Antonio C. Traino, Maria Evelina Fantacci:
Image Quality Comparison between Synthetic 2D Mammograms Obtained with 15º and 40º X-ray Tube Angular Range: A Quantitative Phantom Study. BIOIMAGING 2020: 184-191 - [c28]Raffaele M. Tucciariello, Patrizio Barca, Davide Caramella, Rocco Lamastra, Alessandra Retico, Antonio Traino, Maria Evelina Fantacci:
3D Printing Materials for Physical Breast Phantoms: Monte Carlo Assessment and Experimental Validation. BIODEVICES 2020: 254-262
2010 – 2019
- 2019
- [c27]Patrizio Barca, Rocco Lamastra, Davide Caramella, Antonio C. Traino, Raffaele M. Tucciariello, Maria Evelina Fantacci:
Image Quality Comparison between Digital and Synthetic 2D Mammograms: A Qualitative and Quantitative Phantom Study. BIOIMAGING 2019: 129-136 - [c26]Raffaele M. Tucciariello, Patrizio Barca, Davide Caramella, Rocco Lamastra, Antonio C. Traino, Maria Evelina Fantacci:
Monte Carlo Methods for Assessment of the Mean Glandular Dose in Mammography: Simulations in Homogeneous Phantoms. BIOINFORMATICS 2019: 242-249 - [c25]Francesca Lizzi, Stefano Atzori, Giacomo Aringhieri, Paolo Bosco, Carolina Marini, Alessandra Retico, Antonio C. Traino, Davide Caramella, Maria Evelina Fantacci:
Residual Convolutional Neural Networks for Breast Density Classification. BIOINFORMATICS 2019: 258-263 - [c24]Francesca Lizzi, Francesco Laruina, Piernicola Oliva, Alessandra Retico, Maria Evelina Fantacci:
Residual Convolutional Neural Networks to Automatically Extract Significant Breast Density Features. CAIP Workshops 2019: 28-35 - [c23]Cinzia Talamonti, Stefano Piffer, Daniela Greto, Monica Mangoni, Antonio Ciccarone, Paolo Dicarolo, Maria Evelina Fantacci, Franco Fusi, Piernicola Oliva, Letizia Palumbo, Claudio Favre, Lorenzo Livi, Stefania Pallotta, Alessandra Retico:
Radiomic and Dosiomic Profiling of Paediatric Medulloblastoma Tumours Treated with Intensity Modulated Radiation Therapy. CAIP Workshops 2019: 56-64 - [c22]Daniela Marfisi, Maria Evelina Fantacci, Guja Astrea, Filippo Maria Santorelli, Raffaele Conte, Alessandro Tonacci, Francesco Sansone:
MRIndex: A tool for evaluating muscle involvement in neuromuscular diseases from MRI images. ISCT 2019: 287-290 - [i2]Francesca Lizzi, Maria Evelina Fantacci, Piernicola Oliva:
Deep-Learning Based Analyses of Mammograms to Improve the Estimation of Breast Cancer Risk. ERCIM News 2019(118) (2019) - 2018
- [c21]Chiara Sottocornola, Antonio Traino, Patrizio Barca, Giacomo Aringhieri, Carolina Marini, Alessandra Retico, Davide Caramella, Maria Evelina Fantacci:
Evaluation of Dosimetric Properties in Full Field Digital Mammography (FFDM) - Development of a New Dose Index. BIODEVICES 2018: 212-217 - [c20]Patrizio Barca, Federica Palmas, Maria Evelina Fantacci, Davide Caramella:
Evaluation of the Adaptive Statistical Iterative Reconstruction Algorithm in Chest CT (Computed Tomography) - A Preliminary Study toward Its Employment in Low Dose Applications, Also in Conjunction with CAD (Computer Aided Detection). HEALTHINF 2018: 688-694 - [c19]Raffaele Conte, Francesco Sansone, Alessandro Tonacci, Stefano Roccella, Andrea Spezzaneve, Giovanni Rateni, Mario Tesconi, Marco Calderisi, Maria Evelina Fantacci:
InGene: a multimodal approach to the genotype-phenotype association in neuromuscular diseases. ICCE-Berlin 2018: 1-4 - [c18]Chiara Sottocornola, Giacomo Aringhieri, Alessandra Retico, Antonio C. Traino, Carolina Marini, Davide Caramella, Patrizio Barca, Maria Evelina Fantacci:
A new method to evaluate the average absorbed dose in mammography and breast tomosynthesis. MeMeA 2018: 1-6 - 2017
- [j8]Alessandra Retico, Silvia Arezzini, Paolo Bosco, Sara Calderoni, Alberto Ciampa, Simone Coscetti, Stefano Cuomo, Luca De Santis, Dario Fabiani, Maria Evelina Fantacci, Alessia Giuliano, Enrico Mazzoni, Pietro Mercatali, Giovanni Miscali, Massimiliano Pardini, Margherita Prosperi, Francesco Romano, Elena Tamburini, Michela Tosetti, Filippo Muratori:
ARIANNA: A research environment for neuroimaging studies in autism spectrum disorders. Comput. Biol. Medicine 87: 1-7 (2017) - [j7]Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sónora-Mengana, Juan Carlos García-Naranjo, Evgenia Papavasileiou, Mathias Prokop:
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge. Medical Image Anal. 42: 1-13 (2017) - [c17]Patrizio Barca, Marco Giannelli, Maria Evelina Fantacci, Davide Caramella:
Evaluation of the Imaging Properties of a CT Scanner with the Adaptive Statistical Iterative Reconstruction Algorithm - Noise, Contrast and Spatial Resolution Properties of CT Images Reconstructed at Different Blending Levels. BIODEVICES 2017: 200-206 - [c16]Maria Evelina Fantacci, Alberto Traverso, Stefano Bagnasco, Christian Bracco, Delia Campanella, G. Chiara, Ernesto Lopez Torres, A. Manca, Daniele Regge, Marco Saletta, Michele Stasi, Sara Vallero, Lorenzo Vassallo, Piergiorgio Cerello:
A Web- and Cloud- based Service for the Clinical Use of a CAD (Computer Aided Detection) System - Automated Detection of Lung Nodules in Thoracic CTs (Computed Tomographies). BIOINFORMATICS 2017: 202-209 - 2016
- [c15]Alessandra Retico, Graziella Donatelli, Mauro Costagli, Laura Biagi, Maria Evelina Fantacci, Daniela Frosini, Gloria Tognoni, Mirco Cosottini, Michela Tosetti:
A Semiautomatic Image Processing Tool to Measure Small Structures in Magnetic Resonance Images of the Brain at 7 Tesla - Application to Hippocampus Subfields of Patients with Mild Cognitive Impairment. BIOIMAGING 2016: 124-128 - [c14]Maria Evelina Fantacci, Laura Biagi, Mirco Cosottini, Mauro Costagli, Massimo Marletta, Alessandra Retico, Riccardo Stara, Mark R. Symms, Gianluigi Tiberi, Virna Zampa, Michela Tosetti:
Magnetic Resonance Imaging at 7 Tesla with Dedicated Radiofrequency Coils - Application to Cervical Cord and Knee. BIODEVICES 2016: 229-234 - [i1]Arnaud Arindra Adiyoso Setio, Alberto Traverso, Thomas de Bel, Moira S. N. Berens, Cas van den Bogaard, Piergiorgio Cerello, Hao Chen, Qi Dou, Maria Evelina Fantacci, Bram Geurts, Robbert van der Gugten, Pheng-Ann Heng, Bart Jansen, Michael M. J. de Kaste, Valentin Kotov, Jack Yu-Hung Lin, Jeroen T. M. C. Manders, Alexander Sónora-Mengana, Juan Carlos García-Naranjo, Mathias Prokop, Marco Saletta, Cornelia Schaefer-Prokop, Ernst Th. Scholten, Luuk Scholten, Miranda M. Snoeren, Ernesto Lopez Torres, Jef Vandemeulebroucke, Nicole Walasek, Guido C. A. Zuidhof, Bram van Ginneken, Colin Jacobs:
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge. CoRR abs/1612.08012 (2016) - 2015
- [c13]Maria Evelina Fantacci, Guja Astrea, Roberta Battini, Alessandra Retico, Chiara Sottocornola, Michela Tosetti:
Quantitative Scoring of Muscle Involvement in MRI of Neuromuscular Diseases. BIOIMAGING 2015: 100-105 - [c12]Maria Evelina Fantacci, Stefano Bagnasco, Niccolò Camarlinghi, Elisa Fiorina, Ernesto Lopez Torres, F. Pennanzio, Cristiana Peroni, Alessandra Retico, Marco Saletta, Chiara Sottocornola, Alberto Traverso, Piergiorgio Cerello:
A Web-based Computer Aided Detection System for Automated Search of Lung Nodules in Thoracic Computed Tomography Scans. BIOINFORMATICS 2015: 213-218 - [c11]Elisa Fiorina, Francesco Pennazio, Cristiana Peroni, Ernesto Lopez Torres, Maria Evelina Fantacci, Alessandra Retico, Luca Rei, Andrea Chincarini, Paolo Bosco, Marina Boccardi, Martina Bocchetta, Piergiorgio Cerello:
Automated hippocampus segmentation with the Channeler Ant Model: Results on different datasets. MeMeA 2015: 24-29 - [c10]Alessandra Retico, Riccardo Stara, Maria Evelina Fantacci, Alessandra Toncelli, Angelo Galante, Tiziana M. Florio, Marcello Alecci, Mirco Cosottini, Guja Astrea, Roberta Battini, Gianluigi Tiberi, Mauro Costagli, Michela Tosetti:
Non-invasive assessment of Neuromuscular Disorders by 7 tesla Magnetic Resonance Imaging and Spectroscopy: Dedicated radio-frequency coil development. MeMeA 2015: 68-73 - [c9]Maria Evelina Fantacci, Chiara Sottocornola, Alessandra Retico, Guja Astrea, Roberta Battini, Michela Tosetti:
A non-invasive method for a quantitative evaluation of muscle involvement in MRI of Neuromuscular Diseases. MeMeA 2015: 74-78 - 2012
- [j6]Niccolò Camarlinghi, Ilaria Gori, Alessandra Retico, Roberto Bellotti, Paolo Bosco, Piergiorgio Cerello, Gianfranco Gargano, Ernesto Lopez Torres, Rosario Megna, Marco Peccarisi, Maria Evelina Fantacci:
Combination of computer-aided detection algorithms for automatic lung nodule identification. Int. J. Comput. Assist. Radiol. Surg. 7(3): 455-464 (2012) - [c8]Elisa Fiorina, Roberto Bellotti, Piergiorgio Cerello, Andrea Chincarini, Ivan De Mitri, Maria Evelina Fantacci:
Fully automated hippocampus segmentation with virtual ant colonies. CBMS 2012: 1-6 - 2010
- [j5]Bram van Ginneken, Samuel G. Armato III, Bartjan de Hoop, Saskia van Amelsvoort-van de Vorst, Thomas Duindam, Meindert Niemeijer, Keelin Murphy, Arnold M. R. Schilham, Alessandra Retico, Maria Evelina Fantacci, Niccolò Camarlinghi, Francesco Bagagli, Ilaria Gori, Takeshi Hara, Hiroshi Fujita, Gianfranco Gargano, Roberto Bellotti, Sabina Sonia Tangaro, Lourdes Bolanos, Francesco De Carlo, Piergiorgio Cerello, Sorin Cristian Cheran, Ernesto Lopez Torres, Mathias Prokop:
Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study. Medical Image Anal. 14(6): 707-722 (2010) - [j4]Piergiorgio Cerello, Sorin Cristian Cheran, Stefano Bagnasco, Roberto Bellotti, Lourdes Bolanos, Ezio Catanzariti, Giorgio De Nunzio, Maria Evelina Fantacci, Elisa Fiorina, Gianfranco Gargano, Gianluca Gemme, Ernesto Lopez Torres, Giovanni Luca Masala, Cristiana Peroni, Matteo Santoro:
3-D object segmentation using ant colonies. Pattern Recognit. 43(4): 1476-1490 (2010)
2000 – 2009
- 2009
- [j3]Alessandra Retico, Maria Evelina Fantacci, Ilaria Gori, Parnian Kasae, Bruno Golosio, A. Piccioli, Piergiorgio Cerello, Giorgio De Nunzio, Sabina Sonia Tangaro:
Pleural nodule identification in low-dose and thin-slice lung computed tomography. Comput. Biol. Medicine 39(12): 1137-1144 (2009) - [c7]Alessandra Retico, Francesco Bagagli, Niccolò Camarlinghi, Carmela Carpentieri, Maria Evelina Fantacci, Ilaria Gori:
A voxel-based neural approach (VBNA) to identify lung nodules in the ANODE09 study. Medical Imaging: Computer-Aided Diagnosis 2009: 72601S - 2008
- [j2]Alessandra Retico, Pasquale Delogu, Maria Evelina Fantacci, Ilaria Gori, A. Preite Martinez:
Lung nodule detection in low-dose and thin-slice computed tomography. Comput. Biol. Medicine 38(4): 525-534 (2008) - 2007
- [j1]Pasquale Delogu, Maria Evelina Fantacci, Parnian Kasae, Alessandra Retico:
Characterization of mammographic masses using a gradient-based segmentation algorithm and a neural classifier. Comput. Biol. Medicine 37(10): 1479-1491 (2007) - [c6]Ilaria Gori, Maria Evelina Fantacci, A. Preite Martinez, Alessandra Retico:
An automated system for lung nodule detection in low-dose computed tomography. Medical Imaging: Computer-Aided Diagnosis 2007: 65143R - 2006
- [c5]Pasquale Delogu, Maria Evelina Fantacci, Ilaria Gori, A. Preite Martinez, Alessandra Retico:
Computer-aided detection of pulmonary nodules in low-dose CT. CompIMAGE 2006: 165-167 - [c4]Adele Lauria, Raffaella Massafra, Sabina Sonia Tangaro, Roberto Bellotti, Maria Evelina Fantacci, Pasquale Delogu, Ernesto Lopez Torres, Piergiorgio Cerello, Francesco Fauci, Rosario Magro, Ubaldo Bottigli:
GPCALMA: An Italian Mammographic Database of Digitized Images for Research. Digital Mammography / IWDM 2006: 384-391 - 2003
- [c3]Ubaldo Bottigli, Piergiorgio Cerello, Pasquale Delogu, Maria Evelina Fantacci, Francesco Fauci, Bruno Golosio, Adele Lauria, Ernesto Lopez Torres, Rosario Magro, Giovanni Luca Masala, Piernicola Oliva, Rosa Palmiero, Giuseppe Raso, Alessandra Retico, Simone Stumbo, Sabina Sonia Tangaro:
GPCALMA, a mammographic CAD in a GRID connection. CARS 2003: 944-949 - 2002
- [c2]Maria Evelina Fantacci, Ubaldo Bottigli, Pasquale Delogu, Francesco Fauci, Bruno Golosio, Adele Lauria, Rosa Palmiero, Giuseppe Raso, Simone Stumbo, Sabina Tangaro:
Search of microcalcification clusters with the CALMA CAD station. Medical Imaging: Image Processing 2002
1990 – 1999
- 1998
- [c1]S. R. Amendolia, Maria Giuseppina Bisogni, Ubaldo Bottigli, M. A. Ciocci, Pasquale Delogu, Maria Evelina Fantacci:
The Calma Project. Digital Mammography / IWDM 1998: 499-500
Coauthor Index
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